Fold 0
Model 0 best validation auc = 0.741784 on epoch 95
Model 0 test auc = 0.859121
Ensemble test auc = 0.859121
Fold 1
Model 0 best validation auc = 0.744131 on epoch 25
Model 0 test auc = 0.907887
Ensemble test auc = 0.907887
Fold 2
Model 0 best validation auc = 0.744131 on epoch 36
Model 0 test auc = 0.899458
Ensemble test auc = 0.899458
Fold 3
Model 0 best validation auc = 0.738028 on epoch 33
Model 0 test auc = 0.904877
Ensemble test auc = 0.904877
Fold 4
Model 0 best validation auc = 0.738967 on epoch 34
Model 0 test auc = 0.901264
Ensemble test auc = 0.901264
Fold 5
Model 0 best validation auc = 0.738967 on epoch 134
Model 0 test auc = 0.854907
Ensemble test auc = 0.854907
Fold 6
Model 0 best validation auc = 0.752113 on epoch 115
Model 0 test auc = 0.838049
Ensemble test auc = 0.838049
Fold 7
Model 0 best validation auc = 0.734742 on epoch 27
Model 0 test auc = 0.893438
Ensemble test auc = 0.893438
Fold 8
Model 0 best validation auc = 0.739906 on epoch 33
Model 0 test auc = 0.894642
Ensemble test auc = 0.894642
Fold 9
Model 0 best validation auc = 0.751174 on epoch 32
Model 0 test auc = 0.881397
Ensemble test auc = 0.881397
10-fold cross validation
	Seed 0 ==> test auc = 0.859121
	Seed 1 ==> test auc = 0.907887
	Seed 2 ==> test auc = 0.899458
	Seed 3 ==> test auc = 0.904877
	Seed 4 ==> test auc = 0.901264
	Seed 5 ==> test auc = 0.854907
	Seed 6 ==> test auc = 0.838049
	Seed 7 ==> test auc = 0.893438
	Seed 8 ==> test auc = 0.894642
	Seed 9 ==> test auc = 0.881397
Overall test auc = 0.883504 +/- 0.023080
Elapsed time = 0:05:27
